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相关概念视频

Transformers with Off-Nominal Turns Ratios01:25

Transformers with Off-Nominal Turns Ratios

162
In scenarios involving parallel transformers with disparate ratings, developing per-unit models requires accommodating off-nominal turns ratios. This situation arises when the selected base voltages are not proportional to the transformer’s voltage ratings. Consider a transformer where the rated voltages are related by the term a. If the chosen voltage bases satisfy a relationship involving term b, term c is defined as the ratio of these bases. This ratio is then substituted into the...
162
Types Of Transformers01:16

Types Of Transformers

987
Transformers can provide desired voltages to a circuit by modifying the number of turns in the secondary windings.
If the ratio of the number of turns in the secondary winding to that of the primary winding is greater than one, then the transformer is said to be a step-up transformer. In a step-up transformer, the voltage at the secondary winding is greater than the voltage applied at the primary winding.
However, if this ratio is less than one, the transformer is said to be a step-down...
987
The Ideal Transformer01:26

The Ideal Transformer

407
In single-phase two-winding transformers, two windings are coiled around a magnetic core characterized by cross-sectional area A and magnetic permeability μ. A phasor current i1 enters the left winding while i2 exits the right winding, establishing the fundamental working of the transformer through electromagnetic principles.
Ampere's Law forms the basis of understanding the magnetic field within the transformer. It states that the integral of the magnetic field intensity's...
407
Equivalent Circuits for Practical Transformers01:28

Equivalent Circuits for Practical Transformers

443
The practical equivalent circuits of single-phase two-winding transformers exhibit significant deviations from their idealized versions due to the inherent properties of winding resistance and finite core permeability. These properties result in real and reactive power losses, affecting the transformer's performance. Understanding these deviations is crucial for designing more efficient transformers.
In a practical transformer, each winding exhibits resistance and leakage reactance. The...
443
Transformers in Distribution System01:27

Transformers in Distribution System

104
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
104
Energy Losses in Transformers01:21

Energy Losses in Transformers

883
In an ideal transformer, it is assumed that there are no energy losses, and, hence, all the power at the primary winding is transferred to the secondary winding. However, in reality,  the transformers always have some energy losses, and, hence, the output power obtained at the secondary winding is less than the input power at the primary winding due to energy losses.
There are four main reasons for energy losses in transformers.
The first cause can be  the high resistance of the...
883

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相关实验视频

Updated: Jul 11, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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ViTPose++:用于通用身体姿势估计的视觉转换器

Yufei Xu, Jing Zhang, Qiming Zhang

    IEEE transactions on pattern analysis and machine intelligence
    |November 3, 2023
    PubMed
    概括

    像ViTPose这样的简单视觉变压器,由于其简单的结构和可扩展性,为体位估计提供了出色的性能. 这种方法可以在多个数据集中实现最先进的结果,而不会影响速度.

    科学领域:

    • 计算机视觉 计算机视觉
    • 机器学习 机器学习

    背景情况:

    • 身体姿势估计对于各种应用至关重要.
    • 现有的方法往往涉及复杂的架构.
    • 视觉变压器为特征提取提供了一个有希望的替代方案.

    研究的目的:

    • 为了评估普通视觉转换器对身体姿势估计的有效性.
    • 介绍ViTPose,一个简单而强大的基线模型.
    • 探索基于视力变压器的姿势估计的可扩展性和灵活性.

    主要方法:

    • 作为编码器使用了一个简单的,非等级的视觉变压器.
    • 采用轻量级解码器来进行关键点解码 (上向下或下向上).
    • 开发了ViTPose++,用于异质关键点类别的知识因子化.

    主要成果:

    • ViTPose展示了简单性,可扩展性 (高达1B参数) 和灵活性.
    • 实现了一个新的帕雷托前端的吞吐量和性能在位估计.
    • ViTPose-G在MS COCO测试套件上创造了新的记录.
    • 在多个人类和动物关键点检测数据集中,ViTPose++实现了最先进的性能.

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    结论:

    • 简单的视觉变压器对于身体姿势估计具有惊人的效果.
    • ViTPose提供了一个可扩展,灵活和高性能的解决方案.
    • ViTPose++推进了多任务姿势估计的最先进技术.